Mathematical Modeling of Biological Systems, Volume I
Volume I of this two-volume, interdisciplinary work is a unified presentation of a broad range of state-of-the-art topics in the rapidly growing field of mathematical modeling in the biological sciences. The chapters are thematically organized into the...
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Volume I of this two-volume, interdisciplinary work is a unified presentation of a broad range of state-of-the-art topics in the rapidly growing field of mathematical modeling in the biological sciences. The chapters are thematically organized into the following main areas: cellular biophysics, regulatory networks, developmental biology, biomedical applications, data analysis and model validation.
The work will be an excellent reference text for a broad audience of researchers, practitioners, and advanced students in this rapidly growing field at the intersection of applied mathematics, experimental biology and medicine, computational biology, biochemistry, computer science, and physics.
The chapters are thematically organized into the following main areas:
- Cellular Biophysics
- Regulatory Networks
- Developmental Biology
- Biomedical Applications
- Data Analysis and Model Validation
The work will be an excellent reference text for a broad audience of researchers, practitioners, and advanced students in this rapidly growing field at the intersection of applied mathematics, experimental biology and medicine, computational biology, biochemistry, computer science, and physics.
- Multiparticle Direct Simulation of Photosynthetic Electron Transport Processes
- Selective Regulation of Protein Activity by Complex Ca2+ Oscillations: A Theoretical Study
- Phase Separation in Eukaryotic Directional Sensing
- Protein Domains of GTPases on Membranes: Do They Rely on Turing's Mechanism?
- In Vitro Tubulogenesis of Endothelial Cells: Analysis of a Bifurcation Process Controlled by a Mechanical Switch
- Nonexponential Time Distributions in Biocatalytic Systems: Mass Service Replacing Mass Action
Part II. Regulatory Networks
- Stochastic Model of Gene Regulation Using the Chemical Master Equation
- Piecewise-Linear Models of Genetic Regulatory Networks: Analysis of the Carbon Starvation Response in Escherichia Coli
- Predicting Gene Expression from Combined Expression and Promoter Profile Similarity with Application to Missing Value Imputation
- Chemical Organization in the Central Sugar Metabolism of Eschericha Coli
- Transition Networks: A Unifying Theme for Molecular Simulation and Computer Science
Part III. Development
- Pigmentation Pattern Formation in Butterfly Wings: Global Patterns on Fore- and Hind-Wing
- Agent-Based Model for Developmental Pattern Formation with Multiscale Dynamics and Varying Cell Geometry
- Bacterial Swarming Driven by Rod Shape
- Stability Properties of Some Tissue-Growth Models
- A Modified Backward Euler Scheme for Advection-Reaction-Diffusion Systems
Part IV. Biomedical Applications
- Fractional Transport of Cancer Cells due to Self-Entrapping by Fission
- Mathematical Modelling of Vascular Tumour Growth and Implications for Therapy
- A Stochastic Model of Glioblastoma Invasion
- Morphology of Tumor Vasculature: A Theoretical Model
- A Mathematical Model of the Cell Cycle and Its Circadian Control
- Bone Turnover Cycle Model with a Torus-Like Steady State
- Modelling the Early Stages of Atherosclerosis
- Magnetic Nanoparticles for In Vivo Applications: A
- Fluid Transport in Peritoneal Dialysis: A Mathematical Model and Numerical Solutions
- Relevance of Intracellular Replication to the Evolution of Chagas Disease
- A Finite Volume Spatial Discretization for Taxis-Diffusion-Reaction Systems with Axi-Symmetry: Application to Fracture Healing
- Information Content Towards a Neonatal Disease Severity Score System
Part V. Data Analysis and Model Validation
- Statistical Analysis and Physical Modelling of Oligonucleotide Microarrays
- Validation of Human Alternative Splice Forms Using the EASED Platform and Multiple Splice Site Discriminating Features
- Gaussian Mixture Decomposition of Time-Course DNA Microarray Data
- SVD Analysis of Gene Expression Data
- Index
- 2007, 2007, 382 Seiten, 120 Abbildungen, Masse: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben:Deutsch, Andreas; Brusch, Lutz; Byrne, Helen; de Vries, Gerda; Herzel, Hanspeter
- Herausgegeben: Andreas Deutsch, Lutz Brusch, Hanspeter Herzel, Gerda de Vries, Helen Byrne
- Verlag: Springer
- ISBN-10: 0817645578
- ISBN-13: 9780817645571
- Erscheinungsdatum: 16.07.2007
"[This book] has thirty-two papers that address topics in five broad areas: cellular biophysics, regulatory networks, development, biomedical applications and data analysis...A general theme is the progression in each application area from experimental research to mathematical modeling, from there to construction of a more abstract mathematical framework and thence to new biological hypotheses. Desirable tools are efficient algorithms for complex computations and visualization, especially in the areas of molecular biology and genetics...This is a volume directed at specialists, but it is possible to find one's way to interesting results without too much specialized knowledge. The range of applications is enormous, and this is just Volume 1. Topics addressed in Volume 2 include epidemiology, immunology, evolution and ecology." -MAA Reviews
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